Multi-objective optimization modeling of interference in home health care sensors

Mohammad Mahmoud Mohammad Hamdan, Muneer Bani Yassein, Hisham A. Shehadeh

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

Health monitoring system has been an important application in the last decade. There are many types of health sensors that make this system worth and real like wearable sensor, bed sensor and ECG sensor. Primarily, these sensors operate on the license-free 2.4-GHz industrial, scientific, and medical band (ISM). This feature makes this system not only easily applicable, but also probably vulnerable to intrusion and interference by other appliances that works on this band like Wi-Fi and microwave oven. In this paper we introduce and discuss the modeling of a multi objective problem with consideration on the aspects that affect these models. We try to maximize energy efficiency and packet throughput. The work has been tested using three evolutionary algorithms: SPEA-II, NSGA-II and OMOPSO.

Original languageEnglish
Title of host publication2015 11th International Conference on Innovations in Information Technology (IIT)
PublisherIEEE
Pages219-224
Number of pages6
ISBN (Print)9781467385091
DOIs
Publication statusPublished - 2015
Event11th International Conference on Innovations in Information Technology 2015 - Dubai, United Arab Emirates
Duration: 1 Nov 20153 Nov 2015

Conference

Conference11th International Conference on Innovations in Information Technology 2015
Abbreviated titleIIT 2015
CountryUnited Arab Emirates
CityDubai
Period1/11/153/11/15

Keywords

  • Health care System
  • IEEE 802.15.4/Zigbee
  • Interference Sources (ISs)
  • Wireless Body Area Network (WBAN)

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Communication

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  • Cite this

    Hamdan, M. M. M., Yassein, M. B., & Shehadeh, H. A. (2015). Multi-objective optimization modeling of interference in home health care sensors. In 2015 11th International Conference on Innovations in Information Technology (IIT) (pp. 219-224). IEEE. https://doi.org/10.1109/INNOVATIONS.2015.7381543